{"type":"post","id":"together-ai-launches-together-compiler-an-agent-driven-8f5791","slug":"together-ai-launches-together-compiler-an-agent-driven-8f5791","title":"Together AI launches Together Compiler, an agent-driven continual optimization loop for inference engines","description":"Together AI says its Together Compiler (TKCC) uses parallel agents and persistent inference engines to keep testing workload-specific optimizations without repeatedly restarting engines.","retrieval_nugget":"Together AI says its Together Compiler (TKCC) uses parallel agents and persistent inference engines to keep testing workload-specific optimizations without repeatedly restarting engines. The company reports up to 2.6× higher throughput on several open models and says the system is already serving trillions of tokens; the significance is a shift toward continuous, traffic-aware inference tuning.","published_at":"2026-11-04","updated_at":"2026-11-07","record_date":"2026-11-04","date_kind":"published_at","topics":["harness-engineering"],"entities":["Together AI","Together Compiler","Kimi K3","GLM 5.3","MiniMax M3.1-Flash","DeepSeek v4.1-Flash","SemiAnalysis"],"related_patterns":["harness-architecture-outlives-model-choice"],"novelty_label":"same_event","prior_refs":["https://newruntime.com/posts/together-compiler-continuous-compilation-for-ai-inference-890880/"],"source_url":"https://www.together.ai/blog/together-compiler-continuous-compilation-for-ai-inference","source_urls":["https://www.together.ai/blog/together-compiler-continuous-compilation-for-ai-inference"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:together-ai-launches-together-compiler-an-agent-driven-8f5791","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/together-ai-launches-together-compiler-an-agent-driven-8f5791/","markdown":"https://newruntime.com/posts/together-ai-launches-together-compiler-an-agent-driven-8f5791.md","json":"https://newruntime.com/posts/together-ai-launches-together-compiler-an-agent-driven-8f5791.json"},"markdown_url":"https://newruntime.com/posts/together-ai-launches-together-compiler-an-agent-driven-8f5791.md","next_reads":[{"type":"topic","path":"/topics/harness-engineering/","url":"https://newruntime.com/topics/harness-engineering/","title":"Harness Engineering","reason":"Explore the harness-engineering topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/harness-engineering.md","json_url":"https://newruntime.com/topics/harness-engineering.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}